Michael A. Madaio

According to our database, Michael A. Madaio authored at least 36 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence.

Marios Constantinides, Mohammad Tahaei, Daniele Quercia, Simone Stumpf, Michael Madaio, Sean Kennedy, Lauren Wilcox, Jessica Vitak, Henriette Cramer, Edyta Paulina Bogucka, Ricardo Baeza-Yates, Ewa Luger, Jess Holbrook, Michael J. Muller, Ilana Golbin Blumenfeld, Giada Pistilli

CoRR, 2024

Farsight: Fostering Responsible AI Awareness During AI Application Prototyping.

Zijie J. Wang, Chinmay Kulkarni, Lauren Wilcox, Michael Terry, Michael Madaio

CoRR, 2024

A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations.

Glen Berman, Nitesh Goyal, Michael Madaio

CoRR, 2024

2023

Seeing Like a Toolkit: How Toolkits Envision the Work of AI Ethics.

Richmond Y. Wong, Michael A. Madaio, Nick Merrill

Proc. ACM Hum. Comput. Interact., April, 2023

Fairlearn: Assessing and Improving Fairness of AI Systems.

Hilde J. P. Weerts, Miroslav Dudík, Richard Edgar, Adrin Jalali, Roman Lutz, Michael Madaio

J. Mach. Learn. Res., 2023

Scaling Laws Do Not Scale.

Fernando Diaz, Michael Madaio

CoRR, 2023

Investigating Practices and Opportunities for Cross-functional Collaboration around AI Fairness in Industry Practice.

Wesley Hanwen Deng, Nur Yildirim, Monica Chang, Motahhare Eslami, Kenneth Holstein, Michael Madaio

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice.

Fernando Delgado, Stephen Yang, Michael Madaio, Qian Yang

Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023

Designing Responsible AI: Adaptations of UX Practice to Meet Responsible AI Challenges.

Qiaosi Wang, Michael Madaio, Shaun K. Kane, Shivani Kapania, Michael Terry, Lauren Wilcox

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Human-Centered Responsible Artificial Intelligence: Current & Future Trends.

Mohammad Tahaei, Marios Constantinides, Daniele Quercia, Sean Kennedy, Michael J. Muller, Simone Stumpf, Q. Vera Liao, Ricardo Baeza-Yates, Lora Aroyo, Jess Holbrook, Ewa Luger, Michael Madaio, Ilana Golbin Blumenfeld, Maria De-Arteaga, Jessica Vitak, Alexandra Olteanu

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support.

Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jennifer Wortman Vaughan, Hanna M. Wallach

Proc. ACM Hum. Comput. Interact., 2022

Part of the Conversation: Workforce Professionals' Perspectives on the Roles and Impacts of Workforce Technologies.

Connie W. Chau, Kenneth Holstein, Michael Madaio

Proc. ACM Hum. Comput. Interact., 2022

2021

Understanding and Scaffolding Family Literacy with Voice-Based Technology in Rural Côte d'Ivoire.

Michael A. Madaio

PhD thesis, 2021

Stakeholder Participation in AI: Beyond "Add Diverse Stakeholders and Stir".

Fernando Delgado, Stephen Yang, Michael Madaio, Qian Yang

CoRR, 2021

Risks of AI Foundation Models in Education.

Su Lin Blodgett, Michael Madaio

CoRR, 2021

Confronting Structural Inequities in AI for Education.

Michael Madaio, Su Lin Blodgett, Elijah Mayfield, Ezekiel Dixon-Román

CoRR, 2021

2020

Collective Support and Independent Learning with a Voice-Based Literacy Technology in Rural Communities.

Michael A. Madaio, Evelyn Yarzebinski, Vikram Kamath Cannanure, Benjamin Zinszer, Joelle Hannon-Cropp, Fabrice Tanoh, Akpe Yapo Hermann, Axel Blahoua Seri, Kaja Jasinska, Amy Ogan

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI.

Michael A. Madaio, Luke Stark, Jennifer Wortman Vaughan, Hanna M. Wallach

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Predicting Gaps in Usage in a Phone-Based Literacy Intervention System.

Rishabh Chatterjee, Michael Madaio, Amy Ogan

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019

"You give a little of yourself": family support for children's use of an IVR literacy system.

Michael A. Madaio, Vikram Kamath Cannanure, Evelyn Yarzebinski, Shelby Zasacky, Fabrice Tanoh, Joelle Hannon-Cropp, Justine Cassell, Kaja Jasinska, Amy Ogan

Proceedings of the Conference on Computing & Sustainable Societies, 2019

"Everyone Brings Their Grain of Salt": Designing for Low-Literate Parental Engagement with a Mobile Literacy Technology in Côte d'Ivoire.

Michael A. Madaio, Fabrice Tanoh, Axel Blahoua Seri, Kaja Jasinska, Amy Ogan

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Equity Beyond Bias in Language Technologies for Education.

Elijah Mayfield, Michael Madaio, Shrimai Prabhumoye, David Gerritsen, Brittany McLaughlin, Ezekiel Dixon-Román, Alan W. Black

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

Design Opportunities for AIED to Support Parents' Literacy.

Michael Madaio, Amy Ogan

Proceedings of the first International Workshop on Supporting Lifelong Learning co-located with the 20th International Conference on Artificial Intelligence (AIED 2019), 2019

2018

A Dynamic Pipeline for Spatio-Temporal Fire Risk Prediction.

Bhavkaran Singh Walia, Qianyi Hu, Jeffrey Chen, Fangyan Chen, Jessica Lee, Nathan Kuo, Palak Narang, Jason Batts, Geoffrey Arnold, Michael Madaio

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

"I Think It Might Help If We Multiply, and Not Add": Detecting Indirectness in Conversation.

Pranav Goel, Yoichi Matsuyama, Michael Madaio, Justine Cassell

Proceedings of the 9th International Workshop on Spoken Dialogue System Technology, 2018

A Climate of Support: A Process-Oriented Analysis of the Impact of Rapport on Peer Tutoring.

Michael Madaio, Kun Peng, Amy Ogan, Justine Cassell

Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

Designing Appropriate Learning Technologies for School vs Home Settings in Tanzanian Rural Villages.

Judith Uchidiuno, Evelyn Yarzebinski, Michael A. Madaio, Nupur Maheshwari, Ken Koedinger, Amy Ogan

Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018

Socially-Conditioned Task Reasoning for a Virtual Tutoring Agent.

Zian Zhao, Michael A. Madaio, Florian Pecune, Yoichi Matsuyama, Justine Cassell

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

"I think you just got mixed up": confident peer tutors hedge to support partners' face needs.

Michael A. Madaio, Justine Cassell, Amy Ogan

Int. J. Comput. Support. Collab. Learn., 2017

Temporally Selective Attention Model for Social and Affective State Recognition in Multimedia Content.

Hongliang Yu, Liangke Gui, Michael A. Madaio, Amy Ogan, Justine Cassell, Louis-Philippe Morency

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Using Temporal Association Rule Mining to Predict Dyadic Rapport in Peer Tutoring.

Michael A. Madaio, Rae Lasko, Justine Cassell, Amy Ogan

Proceedings of the 10th International Conference on Educational Data Mining, 2017

The Impact of Peer Tutors' Use of Indirect Feedback and Instructions.

Michael Madaio, Justine Cassell, Amy Ogan

Proceedings of the 12th International Conference on Computer Supported Collaborative Learning, 2017

2016

Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta.

Michael A. Madaio, Shang-Tse Chen, Oliver L. Haimson, Wenwen Zhang, Xiang Cheng, Matthew Hinds-Aldrich, Duen Horng Chau, Bistra Dilkina

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

The Effect of Friendship and Tutoring Roles on Reciprocal Peer Tutoring Strategies.

Michael A. Madaio, Amy Ogan, Justine Cassell

Proceedings of the Intelligent Tutoring Systems - 13th International Conference, 2016

Experiences with MOOCs in a West-African Technology Hub.

Michael A. Madaio, Rebecca E. Grinter, Ellen W. Zegura

Proceedings of the Eighth International Conference on Information and Communication Technologies and Development, 2016

2015

Beyond bootstrapping: the liberian ilab as a maturing community of practice.

Ellen W. Zegura, Michael A. Madaio, Rebecca E. Grinter

Proceedings of the Seventh International Conference on Information and Communication Technologies and Development, 2015